BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1901–1925 of 10033 papers

Title	Date	Tasks	Status	Score
Algorithm-Agnostic Explainability for Unsupervised Clustering	May 17, 2021	BIG-bench Machine LearningClustering	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
Quantum One-class Classification With a Distance-based Classifier	Jul 31, 2020	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss	Jun 6, 2021	BIG-bench Machine LearningTime Series	CodeCode Available	5
Bipedal Walking Robot using Deep Deterministic Policy Gradient	Jul 16, 2018	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning	Nov 24, 2018	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum Physics	May 26, 2021	BIG-bench Machine Learningtext-classification	CodeCode Available	5
QUBO Formulations for Training Machine Learning Models	Aug 5, 2020	BIG-bench Machine LearningClustering	CodeCode Available	5
Query-Efficient Hard-label Black-box Attack:An Optimization-based Approach	Jul 12, 2018	BIG-bench Machine Learning	CodeCode Available	5
Deep Spatial Learning with Molecular Vibration	Nov 14, 2020	BIG-bench Machine LearningComputational chemistry	CodeCode Available	5
Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation	Aug 29, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Blackbox Post-Processing for Multiclass Fairness	Jan 12, 2022	BIG-bench Machine LearningBinary Classification	CodeCode Available	5
Deep Learning Super-Diffusion in Multiplex Networks	Nov 9, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings	Apr 3, 2019	BIG-bench Machine LearningWord Embeddings	CodeCode Available	5
Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties	Jun 17, 2022	Band GapBIG-bench Machine Learning	CodeCode Available	5
Random Walks on Hypergraphs with Edge-Dependent Vertex Weights	May 20, 2019	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning in Neural Networks: An Overview	Apr 30, 2014	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Learning for Sentiment Analysis : A Survey	Jan 24, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Learning strategies for ProtoDUNE raw data denoising	Mar 2, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Learning with Topological Signatures	Jul 13, 2017	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
An Image Processing Pipeline for Camera Trap Time-Lapse Recordings	Jun 10, 2022	BIG-bench Machine LearningVideo Segmentation	CodeCode Available	5
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition	Jun 29, 2017	BIG-bench Machine LearningClinical Concept Extraction	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Learning for Classical Japanese Literature	Dec 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified